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DOT(sparse, dense) performance #60
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Benchmark data after improving dot(csr.T(), dns)=dns and comparison with scipy. Setup: p2.xlarge.
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@reminisce could you also document the setup so that it's reproduce-able next time(e.g hardware, commit id, etc)? |
Setup: c3.8xlarge. (32 threads)
Note: the dense dot operator is executed in single thread. Synthetic Data(uniform distribution)
avazu-app Data
kdda data
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Since we are doing more and more benchmarks, shall we start to use pandas DataFrame to store the benchmark results from now on? It makes the display of the results look better and provides convenient util functions to run statistical analysis. |
GPU dot operator result: dot(csr, row_sparse) operator result: |
Opening a separate issue to track the performance.
Setup:
p2.8xlarge
, commit: be1e63b. compiled withThe text was updated successfully, but these errors were encountered: